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Contributing

HyperMEM is source-available. Pull requests and issues are welcome.

Setup

git clone https://github.com/4biddencode/hypermem.git
cd hypermem
pip install -e ".[test]"

Running the tests

python -m pytest tests -q

All tests are hermetic — they stub the LLM transport, so no model or network is needed. Live-model tests (marked live) are skipped by default.

What makes a good PR

  • Keep the public API stable. The public surface is small on purpose.
  • Add a test for any behavior change. Tests are the spec.
  • Run the full suite before opening the PR.

License

See LICENSE. Contributing to the project means your contribution is licensed under the same terms.